EDBT/ICDT-WS 2015
EDBT/ICDT 2015 Workshops

Table of Contents

• Message from the Chairs
  Peter M. Fischer, Gustavo Alonso, Marcelo Arenas, Floris Geerts
  

Algorithms for MapReduce and Beyond (BeyondMR)

• Jedi: A Storage Manager for SIMD-aware, Worst-case Optimal Join Processing2-2
  Christopher Re
  
• Bounds for Overlapping Interval Join on MapReduce3-6
  Foto Afrati, Shlomi Dolev, Shantanu Sharma, Jeffrey D. Ullman
  
• Cuneiform: a Functional Language for Large Scale Scientific Data Analysis7-16
  Jörgen̈ Brandt, Marc Bux, Ulf Leser
  
• A Spark-based Workflow for Probabilistic Record Linkage of Healthcare Data17-26
  Robespierre Pita, Clicia Pinto, Pedro Melo, Malu Silva, Marcos Barreto, Davide Rasella
  
• Communication Cost in Parallel Query Processing27-27
  Dan Suciu
  
• Assignment of Different-Sized Inputs in MapReduce28-37
  Foto Afrati, Shlomi Dolev, Ephraim Korach, Shantanu Sharma, Jeffrey D. Ullman
  
• Lower Bounds on the Communication of XPath Queries in MapReduce38-41
  Foto Afrati, Matthew Damigos, Manolis Gergatsoulis
  
• Computing NFA Intersections in Map-Reduce42-45
  Gösta Grahne, Shahab Harrafi, Ali Moallemi, Adrian Onet
  

Data (Co-)Processing on Heterogeneous Hardware (DAPHNE)

• Declarative Query Processing in Imperative Managed Runtimes47-47
  Stratis Viglas
  
• Local vs. Global Optimization: Operator Placement Strategies in Heterogeneous Environments48-55
  Tomas Karnagel, Dirk Habich, Wolfgang Lehner
  
• Massively Parallel Analysis of Similarity Matrices on Heterogeneous Hardware56-62
  Tobias Rawald, Mike Sips, Norbert Marwan, Ulf Leser
  

Energy Data Management (EnDM)

• Enhancing Energy Awareness Through the Analysis of Thermal Energy Consumption64-71
  Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti
  
• Hybrid Multidimensional Design for Heterogeneous Data Supported by Ontological Analysis: an Application Case in the Brazilian Electric System Operation72-77
  João Moreira, Kelli Cordeiro, Maria Luiza M. Campos, Marcos Borges
  
• Measuring and Comparing Energy Flexibilities78-85
  Emmanouil Valsomatzis, Katja Hose, Torben Bach Pedersen, Laurynas Šikšnys
  
• What’s Wrong with my Solar Panels: a Data-Driven Approach86-93
  Xiang Gao, Lukasz Golab, S. Keshav
  
• What are the Most Important Research Challenges in Energy Data Management? (panel)94-94
  Torben Bach Pedersen
  

Event Processing, Forecasting and Decision-Making in the Big Data Era (EPForDM)

• Challenges from Industrial Data Analytics96-96
  Michael May
  
• Complex Event Processing Under Uncertainty: A Short Survey97-103
  Elias Alevizos, Anastasios Skarlatidis, Alexander Artikis, Georgios Paliouras
  
• Extending Event-Driven Architecture for Proactive Systems104-110
  Fabiana Fournier, Alexander Kofman, Inna Skarbovsky, Anastasios Skarlatidis
  
• Towards Flexible Event Processing in Distributed Data Streams111-117
  Sebastian Bothe, Vasiliki Manikaki, Antonios Deligianakis, Michael Mock
  
• Latent Fault Detection With Unbalanced Workloads118-124
  Moshe Gabel, Kento Sato, Daniel Keren, Satoshi Matsuoka, Assaf Schuster
  
• What You See Is What You Do: Applying Ecological Interface Design to Visual Analytics125-131
  Natan Morar, Chris Baber, Peter Bak, Adam Duncan
  

Querying Graph Structured Data (GraphQ)

• Using Graph Traversal in Scientific Data Interpolation133-140
  Alireza Rezaei Mahidraji, Peter Baumann
  
• A Parallel Tree Pattern Query Processing Algorithm for Graph Databases using a GPGPU141-148
  Oded Shmueli, Lila Shnaiderman
  
• Implementing Flexible Operators for Regular Path Queries149-156
  Petra Selmer, Alexandra Poulovassilis, Peter Wood
  
• Beta-Algebra: Towards a Relational Algebra for Graph Analysis157-162
  Luiz Gomes-Jr, Bernd Amann, André Santanchè
  
• Graph Search of Software Models Using Multidimensional Scaling163-170
  Bojana Bislimovska, Güneş Aluç, Tamer Özsu, Piero Fraternali
  
• Graph Data Exchange with Target Constraints171-176
  Iovka Boneva, Angela Bonifati, Radu Ciucanu
  
• Topic Detection Using a Critical Term Graph on News-Related Tweets177-182
  Paraskevas Tsantarliotis, Evaggelia Pitoura
  
• Graph Databases and Railway Operations Research Requirements183-188
  Alexander Kuckelberg
  

Linked Web Data Management (LWDM)

• An Extensible Framework for Query Optimization on TripleT-based RDF Stores190-196
  Bart G. J. Wolff, George H. L. Fletcher, James J. Lu
  
• Towards an RDF Validation Language Based on Regular Expression Derivatives197-204
  Jose Emilio Labra Gayo, Eric Prud'Hommeaux, Iovka Boneva, Slawek Staworko, Harold Solbrig, Samuel Hym
  
• RDF Constraint Checking205-212
  Peter M. Fischer, Georg Lausen, Alexander Schätzle, Michael Schmidt
  
• Peer-to-Peer Semantic Integration of Linked Data213-220
  Mirko Michele Dimartino, Andrea Calì, Alexandra Poulovassilis, Peter Wood
  
• Interpreting Linked Data Search Results Using Markov Logic221-228
  Duhai Alshukaili, Alvaro A.A. Fernandes, Norman W. Paton
  
• TripleGeo-CSW: A Middleware for Exposing Geospatial Catalogue Services on the Semantic Web229-236
  Spiros Athanasiou, Nikos Georgomanolis, Kostas Patroumpas, Michail Alexakis, Thodoris Stratiotis
  
• Frequent Subgraph Mining from Streams of Linked Graph Structured Data237-244
  Alfredo Cuzzocrea, Fan Jiang, Carson K. Leung
  

Privacy and Anonymity in the Information Society (PAIS)

• Transparency and Disclosure Risk in Data Privacy246-246
  Vicenç Torra
  
• Privacy-Integrated Graph Clustering Through Differential Privacy247-254
  Yvonne Mülle, Chris Clifton, Klemens Böhm
  
• Big Graph Privacy255-262
  Hessam Zakerzadeh, Charu C. Aggarwal, Ken Barker
  
• Opening up Government Data while Maintaining Data Privacy263-269
  Caroline Tudor, Philip Lowthian, Keith Spicer
  
• Private Computation of the Longest Increasing Subsequence in Data Streams270-277
  Luca Bonomi, Li Xiong
  
• Efficient Sanitization of Unsafe Data Correlations278-285
  Bechara Al Bouna, Chris Clifton, Qutaibah Malluhi